Item talk:Q167841

OpenAlex: !!python/object/new:pyalex.api.Topic

 dictitems:
   cited_by_count: 614830
   created_date: '2024-01-23'
   description: This cluster of papers focuses on the advances in transfer learning
     and domain adaptation, including topics such as few-shot learning, unsupervised
     learning, representation learning, deep networks, meta-learning, visual recognition,
     semi-supervised learning, and clustering analysis.
   display_name: Advances in Transfer Learning and Domain Adaptation
   domain:
     display_name: Physical Sciences
     id: https://openalex.org/domains/3
   field:
     display_name: Computer Science
     id: https://openalex.org/fields/17
   id: https://openalex.org/T11307
   ids:
     openalex: https://openalex.org/T11307
     wikipedia: https://en.wikipedia.org/wiki/Transfer_learning
   keywords:
   - Transfer Learning
   - Domain Adaptation
   - Few-Shot Learning
   - Unsupervised Learning
   - Representation Learning
   - Deep Networks
   - Meta-Learning
   - Visual Recognition
   - Semi-Supervised Learning
   - Clustering Analysis
   siblings:
   - display_name: Active Learning in Machine Learning Research
     id: https://openalex.org/T12072
   - display_name: Adaptation to Concept Drift in Data Streams
     id: https://openalex.org/T12761
   - display_name: Advanced Cryptographic Schemes and Protocols
     id: https://openalex.org/T10237
   - display_name: Adversarial Robustness in Deep Learning Models
     id: https://openalex.org/T11689
   - display_name: Anomaly Detection in High-Dimensional Data
     id: https://openalex.org/T11512
   - display_name: Application of Fuzzy Cognitive Maps in Modeling
     id: https://openalex.org/T12805
   - display_name: Application of Genetic Programming in Machine Learning
     id: https://openalex.org/T11975
   - display_name: Artificial Intelligence and Expert Systems
     id: https://openalex.org/T13734
   - display_name: Artificial Intelligence and Technology Innovation
     id: https://openalex.org/T13904
   - display_name: Artificial Intelligence in Education and Technology
     id: https://openalex.org/T12260
   - display_name: Artificial Intelligence in Service Industry
     id: https://openalex.org/T12128
   - display_name: Artificial Intelligence Planning and Reasoning
     id: https://openalex.org/T10906
   - display_name: Authorship Attribution and User Profiling in Text
     id: https://openalex.org/T12380
   - display_name: Automated Detection of Hate Speech and Offensive Language
     id: https://openalex.org/T12262
   - display_name: Automatic Keyword Extraction from Textual Data
     id: https://openalex.org/T13083
   - display_name: Automatic Text Simplification and Readability Assessment
     id: https://openalex.org/T13629
   - display_name: Autonomic Computing and Self-Adaptive Systems
     id: https://openalex.org/T10639
   - display_name: Compilation and Analysis of Spoken Language Corpora
     id: https://openalex.org/T13623
   - display_name: Cryptanalysis of Block Ciphers and Hash Functions
     id: https://openalex.org/T10951
   - display_name: Cryptography and Error-Correcting Codes
     id: https://openalex.org/T11130
   - display_name: Cyberbiosecurity and Legal Implications of AI Technology
     id: https://openalex.org/T13851
   - display_name: Cybernetics and Information Theory
     id: https://openalex.org/T13898
   - display_name: Data Clustering Techniques and Algorithms
     id: https://openalex.org/T10637
   - display_name: Deep Learning Applications in Healthcare
     id: https://openalex.org/T13702
   - display_name: Deep Learning for Wireless Signal Classification
     id: https://openalex.org/T12131
   - display_name: Deep Learning in Medical Image Analysis
     id: https://openalex.org/T10862
   - display_name: Development and Application of Expert Systems
     id: https://openalex.org/T13559
   - display_name: Dialogue Act Modeling for Spoken Language Systems
     id: https://openalex.org/T12031
   - display_name: Digital Image Processing and Artificial Neural Networks
     id: https://openalex.org/T13674
   - display_name: Effectiveness of Intelligent Tutoring Systems
     id: https://openalex.org/T11902
   - display_name: Enhancing E-Learning with Intelligent Agents and Analytics
     id: https://openalex.org/T14175
   - display_name: Experience-Based Knowledge Representation and Management
     id: https://openalex.org/T13514
   - display_name: Explainable Artificial Intelligence
     id: https://openalex.org/T12026
   - display_name: Fuzzy Computing and Intelligent Systems
     id: https://openalex.org/T13935
   - display_name: Game Artificial Intelligence Research
     id: https://openalex.org/T11574
   - display_name: Gaussian Processes in Machine Learning
     id: https://openalex.org/T12814
   - display_name: Graph Neural Network Models and Applications
     id: https://openalex.org/T11273
   - display_name: Handling Imbalanced Data in Classification Problems
     id: https://openalex.org/T11652
   - display_name: Inductive Modeling in Scientific Research
     id: https://openalex.org/T14351
   - display_name: Knowledge Base Graph Embedding for Visual Question Answering
     id: https://openalex.org/T14413
   - display_name: Language-based Information Flow Security
     id: https://openalex.org/T11424
   - display_name: Learning and Inference in Bayesian Networks
     id: https://openalex.org/T11303
   - display_name: Learning with Noisy Labels in Machine Learning
     id: https://openalex.org/T12535
   - display_name: Logic Programming and Knowledge Representation
     id: https://openalex.org/T11010
   - display_name: Machine Learning for Earthquake Early Warning Systems
     id: https://openalex.org/T13018
   - display_name: Machine Learning for Internet Traffic Classification
     id: https://openalex.org/T11598
   - display_name: Machine Learning for Mineral Prospectivity Mapping
     id: https://openalex.org/T12157
   - display_name: Machine Learning in Smart Healthcare
     id: https://openalex.org/T14064
   - display_name: Machine Learning Methods for Solar Radiation Forecasting
     id: https://openalex.org/T11276
   - display_name: Methods and Techniques for Agent-Based Modeling
     id: https://openalex.org/T10456
   - display_name: Model-Based Clustering with Mixture Models
     id: https://openalex.org/T11901
   - display_name: Multi-label Text Classification in Machine Learning
     id: https://openalex.org/T11550
   - display_name: Natural Language Processing
     id: https://openalex.org/T10028
   - display_name: Neural Network Fundamentals and Applications
     id: https://openalex.org/T10320
   - display_name: Neuro-Symbolic Networks in Automation and Robotics
     id: https://openalex.org/T14381
   - display_name: Optimization Methods in Machine Learning
     id: https://openalex.org/T11612
   - display_name: Optimization of Big Data Processing and Analysis
     id: https://openalex.org/T13567
   - display_name: Particle Filtering and Nonlinear Estimation Methods
     id: https://openalex.org/T10711
   - display_name: Photonic Reservoir Computing for Neural Computation
     id: https://openalex.org/T12611
   - display_name: Privacy-Preserving Techniques for Data Analysis and Machine Learning
     id: https://openalex.org/T10764
   - display_name: Program Analysis and Verification Techniques
     id: https://openalex.org/T10126
   - display_name: Quantum Computing and Simulation
     id: https://openalex.org/T10682
   - display_name: Quantum Information and Computation
     id: https://openalex.org/T10020
   - display_name: Reinforcement Learning Algorithms
     id: https://openalex.org/T10462
   - display_name: Robotics Programming Education for Students
     id: https://openalex.org/T14335
   - display_name: Scientific Computing and Data Analysis with Python
     id: https://openalex.org/T13650
   - display_name: Semantic Web and Ontology Development
     id: https://openalex.org/T10215
   - display_name: Sentiment Analysis and Opinion Mining
     id: https://openalex.org/T10664
   - display_name: Speech Recognition Technology
     id: https://openalex.org/T10201
   - display_name: Statistical Computing and Data Analysis in R
     id: https://openalex.org/T13398
   - display_name: Statistical Machine Translation and Natural Language Processing
     id: https://openalex.org/T10181
   - display_name: Swarm Intelligence Optimization Algorithms
     id: https://openalex.org/T10100
   - display_name: Text Compression and Indexing Algorithms
     id: https://openalex.org/T11269
   - display_name: Theoretical Framework of Cognitive Informatics and Computational
       Intelligence
     id: https://openalex.org/T13062
   - display_name: Theory and Applications of Extreme Learning Machines
     id: https://openalex.org/T12676
   - display_name: Type-2 Fuzzy Logic Systems and Applications
     id: https://openalex.org/T10820
   subfield:
     display_name: Artificial Intelligence
     id: https://openalex.org/subfields/1702
   updated_date: '2024-05-20T05:11:11.243412'
   works_count: 29105